131 citations · 580 across the 25 of their papers we have counts for
3 papers · 2 filters
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers
Muhammad Nouman, Mohamed Mabrok, Essam A. Rashed
Accurate segmentation of the stroke lesions using magnetic resonance imaging (MRI) is associated with difficulties due to the complicated anatomy of the brain and the different pro…
Transformers-based architectures for stroke segmentation: A review
Yalda Zafari-Ghadim, Essam A. Rashed, Mohamed Mabrok
Stroke remains a significant global health concern, necessitating precise and efficient diagnostic tools for timely intervention and improved patient outcomes. The emergence of dee…
Deep models for stroke segmentation: do complex architectures always perform better?
Yalda Zafari-Ghadim, Ahmed Soliman, Yousif Yousif +3
Stroke segmentation plays a crucial role in the diagnosis and treatment of stroke patients by providing spatial information about affected brain regions and the extent of damage. S…